Title :
A decision-tree based controler approach for Gas production control of an anaerobic digestion process
Author :
Heinemann, Elmar ; Wenzel, André
Author_Institution :
Fac. of Electr. Eng., Univ. of Appl. Sci. Schmalkalden, Schmalkalden, Germany
Abstract :
This paper deals with the development of a new approach to control the gas production rate of an anaerobic digestion process as part of a wastewater treatment plant. The developed controller based on a decision tree classifier that uses two special derived features. To verify the capability of the new controller approach is an anaerobic digestion model, the ADM1, used. With the anaerobic digestion model is the capability of the new tree based approach compared with a classical PI-controller approach. The comparison makes the advantage of the new approach obvious.
Keywords :
decision trees; pattern classification; wastewater treatment; ADM1; PI-controller approach; anaerobic digestion process; decision tree based controller approach; decision tree classifier; gas production control; wastewater treatment plant; Automatic control; Classification tree analysis; Cogeneration; Decision trees; Feeds; Heat treatment; Production control; Stability; Temperature control; Wastewater treatment; ADM1; anaerobic digestion; decision tree classifier;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5451930